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Models/SimGAN

SimGAN

Reported on 6 benchmarks across 3 tasks · 1 paper

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Computer Vision2 results

Image-to-Image TranslationonCityscapes Labels-to-Photo
Class IOU· 2016-12-22
0.04
best: 0.18 (pix2pix)
Learning from Simulated and Unsupervised Images through Adversarial Training arXiv:1612.07828
Image-to-Image TranslationonCityscapes Photo-to-Labels
Class IOU· 2016-12-22
0.07
best: 0.32 (pix2pix)
Learning from Simulated and Unsupervised Images through Adversarial Training arXiv:1612.07828

Medical2 results

Image GenerationonCityscapes Labels-to-Photo
Class IOU· 2016-12-22
0.04
best: 0.18 (pix2pix)
Learning from Simulated and Unsupervised Images through Adversarial Training arXiv:1612.07828
Image GenerationonCityscapes Photo-to-Labels
Class IOU· 2016-12-22
0.07
best: 0.32 (pix2pix)
Learning from Simulated and Unsupervised Images through Adversarial Training arXiv:1612.07828

Miscellaneous2 results

1 Image, 2*2 StitchingonCityscapes Labels-to-Photo
Class IOU· 2016-12-22
0.04
best: 0.18 (pix2pix)
Learning from Simulated and Unsupervised Images through Adversarial Training arXiv:1612.07828
1 Image, 2*2 StitchingonCityscapes Photo-to-Labels
Class IOU· 2016-12-22
0.07
best: 0.32 (pix2pix)
Learning from Simulated and Unsupervised Images through Adversarial Training arXiv:1612.07828